Instant Quote uses computer vision to analyse photos of car damage, providing immediate repair estimates. It helps bodyshop customers submit claims faster by simplifying photo capture and validation.

We tested real user behaviour to optimise photo capture and submission—prioritising clear context setting, intuitive guidance, and proactive feedback.
Brief intro manages expectations by outlining the process upfront.


Visual cues guide users to capture correct angles.
Instant feedback specifies missing shots.


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